qlearning-algorithm

There are 2 repositories under qlearning-algorithm topic.

philtabor / Youtube-Code-Repository
Repository for most of the code from my YouTube channel
convolutional-neural-networks monte-carlo-methods qlearning-algorithm reinforcement-learning sarsa
Language:Python 928
lukovicaleksa / autonomous-driving-turtlebot-with-reinforcement-learning
Implementation of Q-learning algorithm and Feedback control for the mobile robot (turtlebot3_burger) in ROS.
ros reinforcement-learning python feedbackcontroller linux gazebo turtlebot3 machine-learning autonomous-driving mobile-robotics turtlebot3-burger feedback-control qlearning-algorithm burger
Language:Python 121
Phoenix-Shen / ReinforcementLearning
强化学习算法库，包含了目前主流的强化学习算法(Value based and Policy based)的代码，代码都经过调试并可以运行
pytorch reinforcement-learning algorithms qlearning-algorithm actor-critic-algorithm policy-gradient proximal-policy-optimization deep-qlearning-algorithm td3-pytorch dppo ddpg-pytorch prioritized-experience-replay deep-reinforcement-learning
Language:Python 99
philtabor / Reinforcement-Learning-In-Motion
Code repository for my course on the fundamentals of reinforcement learning
reinforcement-learning qlearning-algorithm monte-carlo-methods sarsa dynamic-programming
Language:Python 94
AlirezaShamsoshoara / Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Spectrum_task
A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach
ai reinforcement-learning marl qlearning-algorithm multiagent-reinforcement-learning spectrum uav drone wildfire
Language:Python 74
AlirezaShamsoshoara / Multi-Independent-Agent-Reinforcement-Learning-UAV-Autonomous-Spectrum-QLearning
An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations using Multi Independent Agent Reinforcement Learning
ai reinforcement-learning marl spectrum uav drone task wildfire qlearning-algorithm qlearning
Language:Python 73
LaurentVeyssier / Minimize-Energy-consumption-with-Deep-Learning-model
Use Deep Q-Learning model to optimize energy consumption of a data center
keras qlearning-algorithm cost-optimization experience-replay deepq-learning deep-neural-networks reinforcement-learning
Language:Jupyter Notebook 43
mazzzystar / QLearningMouse
Cat-and-Mouse game with Reinforcement Learning (Q-Learning).
reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-excercises qlearning-algorithm
Language:Python 36
EsratMaria / Reinforcement-Learning_for_Energy_Minimization_Using_CLoudsim
Implementation of RL in the cloud for energy minimization due to migration and excess power consumption.
reinforcement-learning qlearning-algorithm cloudsim-simulator energy-consumption machine-learning java research-project cluster-computing planetlab
Language:HTML 29
Vansh404 / PathPlanning_withRL
Using Q-Learning Control for path planning of mobile agents in an enviroment.
artificial-intelligence path-planning qlearning-algorithm reinforcement-learning temporal-differencing-learning
Language:Python 16
jbp261 / Indoor-Navigation-and-Localization
Indoor navigation using deep Q reinforcement learning
deep-learning pandas numpy sns keras-tensorflow qlearning-algorithm data-analysis data-visualization reinforcement-learning-algorithms matplotlib
Language:Jupyter Notebook 15
hjorvardr / RL_Library
An implementation of main reinforcement learning algorithms: solo-agent and ensembled versions.
reinforcement-learning-algorithms reinforcement-learning ensemble-learning qlearning qlearning-algorithm sarsa dqn ddqn openai-gym frozenlake frozenlake-v0 taxi mountaincar-v0 mountaincar cartpole cartpole-v0
Language:Python 13
abdalla1912mohamed / Deep_reinforcement_learning_Bachelor_project
Deep Reinforcement Learning navigation of autonomous vehicles. Implementation of deep-Q learning, dyna-Q learning, Q-learning agents including SSMR(Skid-steering_mobile robot) Kinematics in various OpenAi gym environments
autonomous-vehicles deep-learning deep-neural-networks deepq-learning dynaq gridworld-environment mapping navigation openai-gym pandas pathplanning python q qlearning-algorithm reinforcement-learning simulation
Language:Python 12
zaid-24 / The-RL-Agent
path planning using Q learning algorithm
dyna-q gridworld-environment qlearning-algorithm reinforcement-learning sarsa-algorithm
Language:Python 12
nunn
eantcal / nunn
Collection of Machine Learning Algorithms
cplusplus-17 deep-neural-networks handwritten-digits linux machine-learning machine-learning-algorithms macos mnist modern-cpp multilayer-perceptron multilayer-perceptron-network neural-network ocr-test qlearning qlearning-algorithm reinforcement-learning-algorithms sarsa tictactoe windows xor-problem
Language:C++ 11
omerbsezer / Qlearning_MountainCar
Mountain Car problem solving using RL - QLearning with OpenAI Gym Framework
openai-gym qlearning-algorithm reinforcement-learning
Language:Python 10
Ogunfool / ConditionBasedMaintenancePlanner_RLApproach
It contains a python-based survival analysis model to study the lifetime of machines in a 3-unit flowline production system, The simulation environment to be used with the RL algorithm for maintenance planning, Q-learning algorithm based maintenance policy, corrective and preventive maintenance policy simulations for comparison.
object-oriented-programming planner python qlearning-algorithm
Language:Jupyter Notebook 9
CodeMaxx / Safe-RL-Pacman
Reinforcement Learning Course Project - IIT Bombay Fall 2018
ai akash-trehan approximate-algorithms artificial-intelligence codemaxx course-project experimental-data fila iitb iitbombay learning-agents pacman-agent pacman-projects qlearning qlearning-algorithm reinforcement-learning report rl safe-reinforcement-learning saferl
Language:Python 8
Elmar999 / Q-learning-OpenAI-Taxi-V2
Taxi-v2 game using Q learning algorithm
qlearning-algorithm reinforcement-learning taxi-v2 openai-gym
Language:Jupyter Notebook 8
nitish-kalan / MountainCar-v0-Deep-Q-Learning-DQN-Keras
Solving MountainCar-v0 environment in Keras with Deep Q Learning an Deep Reinforcement Learning algorithm
reinforcement-learning machine-learning reinforcement-learning-algorithms qlearning qlearning-algorithm mountaincar-v0 deepq-learning dqn dqn-tensorflow dqn-tf
Language:Python 8
To-jak / Deep-Q-Learning_TRON
[2019 project] Using deep reinforcement learning to train AIs to play TRON
reward-policy deep-reinforcement-learning qlearning-algorithm python pygame pytorch
Language:Python 7
CEDL2017 / homework2-MDPs
The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU
reinforcement-learning markov-decision-processes policy-iteration value-iteration qlearning-algorithm
Language:Jupyter Notebook 6
InduManimaran / Bomberman
Simulation of the classic game Bomberman using Q-Learning algorithm
qlearning qlearning-algorithm bomberman bomberman-game python deep-learning
Language:Python 6
Super-Mario-Bros-AI
Alberto-00 / Super-Mario-Bros-AI
The following project concerns the development of an intelligent agent for the famous game produced by Nintendo Super Mario Bros. More in detail: the goal of this project was to design, implement and train an agent with the Q-learning reinforcement learning algorithm.
deep-neural-networks double-deep-q-learning double-deep-q-network double-deep-q-networks qlearning qlearning-algorithm reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-environments sarsa sarsa-algorithm
Language:Python 5
ArkS0001 / CloudSim-QWhale-SARSAWhale-Hybrid-Optimization
Developed By "Perfect Cube" - https://doi.org/10.36948/ijfmr.2025.v07i01.34840
cloud-computing cloudml cloudsim cloudsim-framework cloudsim-simulator qlearning-algorithm reinforcement-learning-algorithms qwhalehybrid
Language:Java 5
hyangit / qlearning-python
用QLearing增强学习算法玩拼图游戏
qlearning qlearning-algorithm
Language:Python 5
Ashleshk / Machine-Learning-Data-Science-Deep-Learning
This Repository Consists All Courses, Projects and Online Learning Done in Context of Machine learning, Data Sceince And Deep Learning From Various Sources like Youtube, Coursera, Udemy And WEbsites like Scikit, Keras
deep-learning machine-learning udemy coursera youtube data-sceince supervised-learning supervised-learning-algorithms unsupervised-machine-learning unsupervised-learning-algorithms deep deep-neural-networks deep-reinforcement-learning qlearning-algorithm opencv opencv-python svm-classifier semicolon
Language:Jupyter Notebook 4
DamiPayne / Pong-RNN-Implementation
Using pygame to create a 2d pong game, then using gym and tensorflow to read the pixels on the screen using a CNN and then model the actions with a Qlearning RNN to beat the ai opponent
python nueral-networks tensorflow tensorflow-examples gym qlearning-algorithm pygame-application step-by-step
Language:Python 4
davestroud / Q-Learning
Q-Learning and Deep Q-Learning Demo
qlearning qlearning-algorithm reinforcement-learning reinforcement-learning-algorithms
Language:Python 4
lpapailiou / tictactoe
A tic tac toe game in java, which can be trained by machine learning (console & gui).
java java-8 javafx javafx-application javafx-project javafx-desktop-apps javafx-gui tictactoe tictactoe-game tictactoe-java-game tictactoe-ai qlearning qlearning-algorithm machine-learning
Language:Java 4
mynkpl1998 / Save-me-AI
Implementation of Deep Q-Learning to Learn how to play a simple game written in python.
reinforcement-learning qlearning-algorithm deep-neural-networks convolutional-neural-networks python keras tensorflow theano pygame-application
Language:Python 4
NitishMutha / Reinforcement-Learning-Atari-Games
Q-Learning based Reinforcement Learning implementation, make AI self-learn to play Cartpole and 3 Atari games (Boxing, Pong, Pacman)
atari deep-learning gym machine-learning openai-gym qlearning-algorithm reinforcement-learning tensorflow
Language:Python 4
Venka97 / Smartcab
Smartcab is a project which utilizes Reinforcement learning techniques to implement a self driving agent in a simplified world. It uses Q-learning algorithm to guide the agent while tackling the environmental constraints.
machine-learning qlearning-algorithm reinforcement-learning smartcab udacity-nanodegree
Language:HTML 4
ET-TOUNANI / Qlearning
Q-learning is a model-free reinforcement learning algorithm to learn the value of an action in a particular state. It does not require a model of the environment (hence "model-free"), and it can handle problems with stochastic transitions and rewards without requiring adaptations.
agent-based-modeling qlearning qlearning-algorithm java-8 reinforcement-learning-algorithms
Language:Java 3
lovecicinnus / ME5406-project1
frozenlake qlearning-algorithm reinforcement-learning sarsa montecarlo-methods
Language:Python 3
teeross / algorithmic-collusion-with-duopoly-and-oligopoly
Replication of Algorithmic collusion in Duopoly and Oligopoly models
algorithms python qlearning-algorithm reinforcement-learning
Language:Python 3

qlearning-algorithm

philtabor / Youtube-Code-Repository

lukovicaleksa / autonomous-driving-turtlebot-with-reinforcement-learning

Phoenix-Shen / ReinforcementLearning

philtabor / Reinforcement-Learning-In-Motion

AlirezaShamsoshoara / Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Spectrum_task

AlirezaShamsoshoara / Multi-Independent-Agent-Reinforcement-Learning-UAV-Autonomous-Spectrum-QLearning

LaurentVeyssier / Minimize-Energy-consumption-with-Deep-Learning-model

mazzzystar / QLearningMouse

EsratMaria / Reinforcement-Learning_for_Energy_Minimization_Using_CLoudsim

Vansh404 / PathPlanning_withRL

jbp261 / Indoor-Navigation-and-Localization

hjorvardr / RL_Library

abdalla1912mohamed / Deep_reinforcement_learning_Bachelor_project

zaid-24 / The-RL-Agent

eantcal / nunn

omerbsezer / Qlearning_MountainCar

Ogunfool / ConditionBasedMaintenancePlanner_RLApproach

CodeMaxx / Safe-RL-Pacman

Elmar999 / Q-learning-OpenAI-Taxi-V2

nitish-kalan / MountainCar-v0-Deep-Q-Learning-DQN-Keras

To-jak / Deep-Q-Learning_TRON

CEDL2017 / homework2-MDPs

InduManimaran / Bomberman

Alberto-00 / Super-Mario-Bros-AI

ArkS0001 / CloudSim-QWhale-SARSAWhale-Hybrid-Optimization

hyangit / qlearning-python

Ashleshk / Machine-Learning-Data-Science-Deep-Learning

DamiPayne / Pong-RNN-Implementation

davestroud / Q-Learning

lpapailiou / tictactoe

mynkpl1998 / Save-me-AI

NitishMutha / Reinforcement-Learning-Atari-Games

Venka97 / Smartcab

ET-TOUNANI / Qlearning

lovecicinnus / ME5406-project1

teeross / algorithmic-collusion-with-duopoly-and-oligopoly